<a target="_blank" href="https://dzone.com/articles/multiple-vectors-and-advanced-search-data-model-design">https://dzone.com/articles/multiple-vectors-and-advanced-search-data-model-design</a>
#LLAMA3
<img src="https://cdn.hashnode.com/res/hashnode/image/upload/v1725131325834/833ac89d-59e8-4264-b037-9d4233172872.png" alt class="image--center mx-auto" />
<img src="https://cdn.hashnode.com/res/hashnode/image/upload/v1725131340521/3623e5ff-91ce-4783-9a28-da49e952f00f.png" alt class="image--center mx-auto" />
<img src="https://cdn.hashnode.com/res/hashnode/image/upload/v1725131346557/f0cf06b5-a6b0-42e7-b3d1-73608a373f86.png" alt class="image--center mx-auto" />

[https://dzone.com/articles/multiple-vectors-and-advanced-search-data-model-design](https://dzone.com/articles/multiple-vectors-and-advanced-search-data-model-design)

#LLAMA3

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1725131325834/833ac89d-59e8-4264-b037-9d4233172872.png align="center")

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1725131340521/3623e5ff-91ce-4783-9a28-da49e952f00f.png align="center")

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1725131346557/f0cf06b5-a6b0-42e7-b3d1-73608a373f86.png align="center")

OLLAMA Rag Example Locally Free

https://github.com/tspannhw/SpeakerProfile
Tim Spann is a Principal Developer Advocate for Zilliz and Milvus. He works with Milvus, Towhee, Attu, GPTCache, Generative AI, HuggingFace, Python, Java, A
